Binomial Probability 6Db79E
1. **Problem Statement:**
We are given that 60% of pupils have internet access at home. From a group of 8 students chosen at random, we want to find:
a. The probability exactly 5 have internet access.
b. The probability at least 6 have internet access.
2. **Formula and Explanation:**
This is a binomial probability problem where:
- Number of trials $n = 8$
- Probability of success (internet access) $p = 0.6$
- Probability of failure $q = 1 - p = 0.4$
The binomial probability formula is:
$$P(X = k) = \binom{n}{k} p^k q^{n-k}$$
where $k$ is the number of successes.
3. **Calculations:**
**a. Exactly 5 have access:**
$$P(X=5) = \binom{8}{5} (0.6)^5 (0.4)^3$$
Calculate the combination:
$$\binom{8}{5} = \frac{8!}{5!3!} = \frac{40320}{120 \times 6} = 56$$
Calculate powers:
$$(0.6)^5 = 0.07776$$
$$(0.4)^3 = 0.064$$
Multiply all:
$$P(X=5) = 56 \times 0.07776 \times 0.064 = 56 \times 0.00497664 = 0.2787$$
**b. At least 6 have access:**
This means $P(X \geq 6) = P(X=6) + P(X=7) + P(X=8)$
Calculate each term:
- For $X=6$:
$$P(X=6) = \binom{8}{6} (0.6)^6 (0.4)^2$$
$$\binom{8}{6} = 28$$
$$(0.6)^6 = 0.046656$$
$$(0.4)^2 = 0.16$$
$$P(X=6) = 28 \times 0.046656 \times 0.16 = 28 \times 0.007465 = 0.209$$
- For $X=7$:
$$P(X=7) = \binom{8}{7} (0.6)^7 (0.4)^1$$
$$\binom{8}{7} = 8$$
$$(0.6)^7 = 0.0279936$$
$$(0.4)^1 = 0.4$$
$$P(X=7) = 8 \times 0.0279936 \times 0.4 = 8 \times 0.01119744 = 0.08958$$
- For $X=8$:
$$P(X=8) = \binom{8}{8} (0.6)^8 (0.4)^0$$
$$\binom{8}{8} = 1$$
$$(0.6)^8 = 0.016777216$$
$$(0.4)^0 = 1$$
$$P(X=8) = 1 \times 0.016777216 \times 1 = 0.01678$$
Sum these probabilities:
$$P(X \geq 6) = 0.209 + 0.08958 + 0.01678 = 0.31536$$
4. **Final answers:**
- Probability exactly 5 have access: **0.279** (rounded to 3 decimals)
- Probability at least 6 have access: **0.315** (rounded to 3 decimals)